



from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


SCREAMING_SNAKE_CASE__   			=   logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__   			=   {
    '''google/mobilenet_v2_1.4_224''': '''https://huggingface.co/google/mobilenet_v2_1.4_224/resolve/main/config.json''',
    '''google/mobilenet_v2_1.0_224''': '''https://huggingface.co/google/mobilenet_v2_1.0_224/resolve/main/config.json''',
    '''google/mobilenet_v2_0.75_160''': '''https://huggingface.co/google/mobilenet_v2_0.75_160/resolve/main/config.json''',
    '''google/mobilenet_v2_0.35_96''': '''https://huggingface.co/google/mobilenet_v2_0.35_96/resolve/main/config.json''',
    # See all MobileNetV2 models at https://huggingface.co/models?filter=mobilenet_v2
}


class   __lowerCAmelCase  (		_lowerCAmelCase   ):
					"""simple docstring"""






					A__					:		Optional[int]      							=     '''mobilenet_v2'''



					def __init__(  self       :							Optional[Any]					,       _snake_case       :							List[str]=3					,       _snake_case       :							Union[str, Any]=2_24					,       _snake_case       :							List[Any]=1.0					,       _snake_case       :							Union[str, Any]=8					,       _snake_case       :							int=8					,       _snake_case       :							List[Any]=6					,       _snake_case       :							List[Any]=32					,       _snake_case       :							Union[str, Any]=True					,       _snake_case       :							Dict=True					,       _snake_case       :							Union[str, Any]="relu6"					,       _snake_case       :							Dict=True					,       _snake_case       :							List[str]=0.8					,       _snake_case       :							int=0.02					,       _snake_case       :							int=0.001					,       _snake_case       :							List[str]=2_55					,       **_snake_case       :							Optional[Any]					,       ):






								"""simple docstring"""


								super().__init__(**UpperCAmelCase_       )

								if depth_multiplier <= 0:
											raise ValueError('depth_multiplier must be greater than zero.'       )

								A__	  =     num_channels
								A__	  =     image_size
								A__	  =     depth_multiplier
								A__	  =     depth_divisible_by
								A__	  =     min_depth
								A__	  =     expand_ratio
								A__	  =     output_stride
								A__	  =     first_layer_is_expansion
								A__	  =     finegrained_output
								A__	  =     hidden_act
								A__	  =     tf_padding
								A__	  =     classifier_dropout_prob
								A__	  =     initializer_range
								A__	  =     layer_norm_eps
								A__	  =     semantic_loss_ignore_index







class   __lowerCAmelCase  (		_lowerCAmelCase   ):
					"""simple docstring"""






					A__					:		Union[str, Any]      							=     version.parse("1.11"   )



					@property
					def      _a				(  self       :							Optional[int]       ):






								"""simple docstring"""


								return OrderedDict([('pixel_values', {0: 'batch'})]       )



					@property
					def      _a				(  self       :							Dict       ):






								"""simple docstring"""


								if self.task == "image-classification":
											return OrderedDict([('logits', {0: 'batch'})]       )
								else:
											return OrderedDict([('last_hidden_state', {0: 'batch'}), ('pooler_output', {0: 'batch'})]       )



					@property
					def      _a				(  self       :							int       ):






								"""simple docstring"""


								return 1E-4






"""simple docstring"""


import os
import zipfile

import requests
from get_ci_error_statistics import download_artifact, get_artifacts_links



def 						lowerCamelCase__      (				UpperCAmelCase_		,   UpperCAmelCase_=7					)->				Optional[Any]:







       """simple docstring"""
       UpperCamelCase       			=		None
       if token is not None:
              UpperCamelCase       			=		{"Accept": "application/vnd.github+json", "Authorization": F"Bearer {token}"}

       # The id of a workflow (not of a workflow run)
       UpperCamelCase       			=		"636036"

       UpperCamelCase       			=		F"https://api.github.com/repos/huggingface/transformers/actions/workflows/{workflow_id}/runs"
       # On `main` branch + event being `schedule` + not returning PRs + only `num_runs` results
       url += F"?branch=main&event=schedule&exclude_pull_requests=true&per_page={num_runs}"

       UpperCamelCase       			=		requests.get(UpperCAmelCase_		,   headers=UpperCAmelCase_					).json()

       return result["workflow_runs"]



def 						lowerCamelCase__      (				UpperCAmelCase_					)->				Any:







       """simple docstring"""
       UpperCamelCase       			=		get_daily_ci_runs(UpperCAmelCase_					)
       UpperCamelCase       			=		None
       for workflow_run in workflow_runs:
              if workflow_run["status"] == "completed":
                     UpperCamelCase       			=		workflow_run["id"]
                     break

       return workflow_run_id



def 						lowerCamelCase__      (				UpperCAmelCase_		,   UpperCAmelCase_		,   UpperCAmelCase_					)->				int:







       """simple docstring"""
       UpperCamelCase       			=		get_last_daily_ci_runs(UpperCAmelCase_					)
       if workflow_run_id is not None:
              UpperCamelCase       			=		get_artifacts_links(worflow_run_id=UpperCAmelCase_		,   token=UpperCAmelCase_					)
              for artifact_name in artifact_names:
                     if artifact_name in artifacts_links:
                            UpperCamelCase       			=		artifacts_links[artifact_name]
                            download_artifact(
                                artifact_name=UpperCAmelCase_		,   artifact_url=UpperCAmelCase_		,   output_dir=UpperCAmelCase_		,   token=UpperCAmelCase_					)



def 						lowerCamelCase__      (				UpperCAmelCase_		,   UpperCAmelCase_		,   UpperCAmelCase_					)->				Optional[int]:







       """simple docstring"""
       get_last_daily_ci_artifacts(UpperCAmelCase_		,   UpperCAmelCase_		,   UpperCAmelCase_					)

       UpperCamelCase       			=		{}
       for artifact_name in artifact_names:
              UpperCamelCase       			=		os.path.join(UpperCAmelCase_		,   F"{artifact_name}.zip"					)
              if os.path.isfile(UpperCAmelCase_					):
                     UpperCamelCase       			=		{}
                     with zipfile.ZipFile(UpperCAmelCase_					) as z:
                            for filename in z.namelist():
                                   if not os.path.isdir(UpperCAmelCase_					):
                                          # read the file
                                          with z.open(UpperCAmelCase_					) as f:
                                                 UpperCamelCase       			=		f.read().decode("UTF-8"					)

       return results





